Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 16743 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.8 MiB |
| Average record size in memory | 112.0 B |
Variable types
| Numeric | 8 |
|---|---|
| DateTime | 1 |
| Categorical | 1 |
| Text | 4 |
Data.Temperature.Avg Temp is highly overall correlated with Data.Temperature.Max Temp and 1 other fields | High correlation |
Data.Temperature.Max Temp is highly overall correlated with Data.Temperature.Avg Temp and 1 other fields | High correlation |
Data.Temperature.Min Temp is highly overall correlated with Data.Temperature.Avg Temp and 1 other fields | High correlation |
Date.Year is highly imbalanced (86.5%) | Imbalance |
Data.Precipitation has 4324 (25.8%) zeros | Zeros |
Data.Wind.Direction has 223 (1.3%) zeros | Zeros |
Data.Wind.Speed has 223 (1.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-01-13 09:43:13.148313 |
|---|---|
| Analysis finished | 2024-01-13 09:43:21.223820 |
| Duration | 8.08 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
Data.Precipitation
Real number (ℝ)
ZEROS 
| Distinct | 565 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57909037 |
| Minimum | 0 |
|---|---|
| Maximum | 20.89 |
| Zeros | 4324 |
| Zeros (%) | 25.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 130.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.19 |
| Q3 | 0.75 |
| 95-th percentile | 2.38 |
| Maximum | 20.89 |
| Range | 20.89 |
| Interquartile range (IQR) | 0.75 |
Descriptive statistics
| Standard deviation | 0.98805716 |
|---|---|
| Coefficient of variation (CV) | 1.7062228 |
| Kurtosis | 34.213837 |
| Mean | 0.57909037 |
| Median Absolute Deviation (MAD) | 0.19 |
| Skewness | 4.2079949 |
| Sum | 9695.71 |
| Variance | 0.97625695 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4324 | |
| 0.01 | 549 | 3.3% |
| 0.02 | 366 | 2.2% |
| 0.03 | 333 | 2.0% |
| 0.04 | 279 | 1.7% |
| 0.05 | 249 | 1.5% |
| 0.06 | 205 | 1.2% |
| 0.11 | 199 | 1.2% |
| 0.07 | 195 | 1.2% |
| 0.08 | 194 | 1.2% |
| Other values (555) | 9850 |
| Value | Count | Frequency (%) |
| 0 | 4324 | |
| 0.01 | 549 | 3.3% |
| 0.02 | 366 | 2.2% |
| 0.03 | 333 | 2.0% |
| 0.04 | 279 | 1.7% |
| 0.05 | 249 | 1.5% |
| 0.06 | 205 | 1.2% |
| 0.07 | 195 | 1.2% |
| 0.08 | 194 | 1.2% |
| 0.09 | 193 | 1.2% |
| Value | Count | Frequency (%) |
| 20.89 | 1 | |
| 15.19 | 1 | |
| 14.03 | 1 | |
| 13.36 | 1 | |
| 12.65 | 1 | |
| 12.02 | 1 | |
| 11.52 | 1 | |
| 10.58 | 1 | |
| 10.49 | 1 | |
| 10.34 | 1 |
Date.Full
Date
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 130.9 KiB |
| Minimum | 2016-01-03 00:00:00 |
|---|---|
| Maximum | 2017-01-01 00:00:00 |
Date.Month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3431285 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 130.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.490723 |
|---|---|
| Coefficient of variation (CV) | 0.55031566 |
| Kurtosis | -1.2144816 |
| Mean | 6.3431285 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.0069942293 |
| Sum | 106203 |
| Variance | 12.185147 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1892 | |
| 5 | 1585 | |
| 10 | 1585 | |
| 7 | 1572 | |
| 8 | 1268 | |
| 12 | 1268 | |
| 4 | 1265 | |
| 9 | 1265 | |
| 3 | 1262 | |
| 6 | 1262 | |
| Other values (2) | 2519 |
| Value | Count | Frequency (%) |
| 1 | 1892 | |
| 2 | 1260 | |
| 3 | 1262 | |
| 4 | 1265 | |
| 5 | 1585 | |
| 6 | 1262 | |
| 7 | 1572 | |
| 8 | 1268 | |
| 9 | 1265 | |
| 10 | 1585 |
| Value | Count | Frequency (%) |
| 12 | 1268 | |
| 11 | 1259 | |
| 10 | 1585 | |
| 9 | 1265 | |
| 8 | 1268 | |
| 7 | 1572 | |
| 6 | 1262 | |
| 5 | 1585 | |
| 4 | 1265 | |
| 3 | 1262 |
Date.Week of
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.650242 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 130.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 24 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 8.9234249 |
|---|---|
| Coefficient of variation (CV) | 0.57017808 |
| Kurtosis | -1.1987441 |
| Mean | 15.650242 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.024204995 |
| Sum | 262032 |
| Variance | 79.627513 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 948 | 5.7% |
| 17 | 945 | 5.6% |
| 24 | 945 | 5.6% |
| 10 | 945 | 5.6% |
| 6 | 634 | 3.8% |
| 1 | 634 | 3.8% |
| 4 | 634 | 3.8% |
| 18 | 633 | 3.8% |
| 25 | 633 | 3.8% |
| 11 | 633 | 3.8% |
| Other values (21) | 9159 |
| Value | Count | Frequency (%) |
| 1 | 634 | |
| 2 | 317 | 1.9% |
| 3 | 948 | |
| 4 | 634 | |
| 5 | 317 | 1.9% |
| 6 | 634 | |
| 7 | 632 | |
| 8 | 317 | 1.9% |
| 9 | 317 | 1.9% |
| 10 | 945 |
| Value | Count | Frequency (%) |
| 31 | 629 | |
| 30 | 317 | 1.9% |
| 29 | 317 | 1.9% |
| 28 | 632 | |
| 27 | 629 | |
| 26 | 315 | 1.9% |
| 25 | 633 | |
| 24 | 945 | |
| 23 | 317 | 1.9% |
| 22 | 317 | 1.9% |
Date.Year
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 130.9 KiB |
| 2016 | |
|---|---|
| 2017 | 317 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 66972 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2016 |
|---|---|
| 2nd row | 2016 |
| 3rd row | 2016 |
| 4th row | 2016 |
| 5th row | 2016 |
Common Values
| Value | Count | Frequency (%) |
| 2016 | 16426 | |
| 2017 | 317 | 1.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2016 | 16426 | |
| 2017 | 317 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 16743 | |
| 0 | 16743 | |
| 1 | 16743 | |
| 6 | 16426 | |
| 7 | 317 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 66972 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 16743 | |
| 0 | 16743 | |
| 1 | 16743 | |
| 6 | 16426 | |
| 7 | 317 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 66972 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 16743 | |
| 0 | 16743 | |
| 1 | 16743 | |
| 6 | 16426 | |
| 7 | 317 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66972 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 16743 | |
| 0 | 16743 | |
| 1 | 16743 | |
| 6 | 16426 | |
| 7 | 317 | 0.5% |
Station.City
Text
| Distinct | 307 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 130.9 KiB |
Length
| Max length | 25 |
|---|---|
| Median length | 20 |
| Mean length | 8.8165203 |
| Min length | 3 |
Characters and Unicode
| Total characters | 147615 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Birmingham |
|---|---|
| 2nd row | Huntsville |
| 3rd row | Mobile |
| 4th row | Montgomery |
| 5th row | Anchorage |
| Value | Count | Frequency (%) |
| city | 477 | 2.2% |
| san | 265 | 1.2% |
| falls | 265 | 1.2% |
| lake | 253 | 1.2% |
| beach | 212 | 1.0% |
| fort | 212 | 1.0% |
| st | 212 | 1.0% |
| grand | 212 | 1.0% |
| island | 159 | 0.7% |
| santa | 106 | 0.5% |
| Other values (337) | 18853 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 13728 | 9.3% |
| e | 11833 | 8.0% |
| o | 10641 | 7.2% |
| n | 10605 | 7.2% |
| l | 9902 | 6.7% |
| i | 9296 | 6.3% |
| r | 8292 | 5.6% |
| t | 8190 | 5.5% |
| s | 6818 | 4.6% |
| u | 4753 | 3.2% |
| Other values (45) | 53557 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 120481 | |
| Uppercase Letter | 21862 | 14.8% |
| Space Separator | 4483 | 3.0% |
| Other Punctuation | 577 | 0.4% |
| Dash Punctuation | 106 | 0.1% |
| Open Punctuation | 53 | < 0.1% |
| Close Punctuation | 53 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13728 | |
| e | 11833 | |
| o | 10641 | |
| n | 10605 | |
| l | 9902 | 8.2% |
| i | 9296 | 7.7% |
| r | 8292 | 6.9% |
| t | 8190 | 6.8% |
| s | 6818 | 5.7% |
| u | 4753 | 3.9% |
| Other values (15) | 26423 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 2430 | 11.1% |
| S | 2222 | 10.2% |
| B | 1961 | 9.0% |
| A | 1325 | 6.1% |
| M | 1313 | 6.0% |
| P | 1212 | 5.5% |
| L | 1207 | 5.5% |
| W | 1190 | 5.4% |
| G | 1161 | 5.3% |
| R | 1056 | 4.8% |
| Other values (14) | 6785 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 530 | |
| . | 47 | 8.1% |
Space Separator
| Value | Count | Frequency (%) |
| 4483 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 106 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 53 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 53 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 142343 | |
| Common | 5272 | 3.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13728 | 9.6% |
| e | 11833 | 8.3% |
| o | 10641 | 7.5% |
| n | 10605 | 7.5% |
| l | 9902 | 7.0% |
| i | 9296 | 6.5% |
| r | 8292 | 5.8% |
| t | 8190 | 5.8% |
| s | 6818 | 4.8% |
| u | 4753 | 3.3% |
| Other values (39) | 48285 |
Common
| Value | Count | Frequency (%) |
| 4483 | ||
| / | 530 | 10.1% |
| - | 106 | 2.0% |
| ( | 53 | 1.0% |
| ) | 53 | 1.0% |
| . | 47 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 147615 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 13728 | 9.3% |
| e | 11833 | 8.0% |
| o | 10641 | 7.2% |
| n | 10605 | 7.2% |
| l | 9902 | 6.7% |
| i | 9296 | 6.3% |
| r | 8292 | 5.6% |
| t | 8190 | 5.5% |
| s | 6818 | 4.6% |
| u | 4753 | 3.2% |
| Other values (45) | 53557 |
Station.Code
Text
| Distinct | 318 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 130.9 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 50229 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BHM |
|---|---|
| 2nd row | HSV |
| 3rd row | MOB |
| 4th row | MGM |
| 5th row | ANC |
| Value | Count | Frequency (%) |
| bhm | 53 | 0.3% |
| gkn | 53 | 0.3% |
| ann | 53 | 0.3% |
| bet | 53 | 0.3% |
| btt | 53 | 0.3% |
| cdb | 53 | 0.3% |
| inw | 53 | 0.3% |
| cdv | 53 | 0.3% |
| fai | 53 | 0.3% |
| hom | 53 | 0.3% |
| Other values (308) | 16213 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 3865 | 7.7% |
| S | 3804 | 7.6% |
| L | 3286 | 6.5% |
| T | 3061 | 6.1% |
| B | 2756 | 5.5% |
| C | 2756 | 5.5% |
| G | 2566 | 5.1% |
| N | 2535 | 5.0% |
| D | 2479 | 4.9% |
| I | 2426 | 4.8% |
| Other values (19) | 20695 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 50017 | |
| Decimal Number | 212 | 0.4% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 3865 | 7.7% |
| S | 3804 | 7.6% |
| L | 3286 | 6.6% |
| T | 3061 | 6.1% |
| B | 2756 | 5.5% |
| C | 2756 | 5.5% |
| G | 2566 | 5.1% |
| N | 2535 | 5.1% |
| D | 2479 | 5.0% |
| I | 2426 | 4.9% |
| Other values (16) | 20483 |
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 106 | |
| 6 | 53 | |
| 2 | 53 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 50017 | |
| Common | 212 | 0.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 3865 | 7.7% |
| S | 3804 | 7.6% |
| L | 3286 | 6.6% |
| T | 3061 | 6.1% |
| B | 2756 | 5.5% |
| C | 2756 | 5.5% |
| G | 2566 | 5.1% |
| N | 2535 | 5.1% |
| D | 2479 | 5.0% |
| I | 2426 | 4.9% |
| Other values (16) | 20483 |
Common
| Value | Count | Frequency (%) |
| 8 | 106 | |
| 6 | 53 | |
| 2 | 53 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50229 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 3865 | 7.7% |
| S | 3804 | 7.6% |
| L | 3286 | 6.5% |
| T | 3061 | 6.1% |
| B | 2756 | 5.5% |
| C | 2756 | 5.5% |
| G | 2566 | 5.1% |
| N | 2535 | 5.0% |
| D | 2479 | 4.9% |
| I | 2426 | 4.8% |
| Other values (19) | 20695 |
Station.Location
Text
| Distinct | 318 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 130.9 KiB |
Length
| Max length | 29 |
|---|---|
| Median length | 24 |
| Mean length | 12.81652 |
| Min length | 7 |
Characters and Unicode
| Total characters | 214587 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Birmingham, AL |
|---|---|
| 2nd row | Huntsville, AL |
| 3rd row | Mobile, AL |
| 4th row | Montgomery, AL |
| 5th row | Anchorage, AK |
| Value | Count | Frequency (%) |
| ak | 1719 | 4.5% |
| tx | 1272 | 3.4% |
| ca | 999 | 2.6% |
| fl | 636 | 1.7% |
| mt | 630 | 1.7% |
| mi | 477 | 1.3% |
| city | 477 | 1.3% |
| or | 424 | 1.1% |
| ne | 424 | 1.1% |
| ny | 424 | 1.1% |
| Other values (386) | 30487 |
Most occurring characters
| Value | Count | Frequency (%) |
| 21226 | 9.9% | |
| , | 16743 | 7.8% |
| a | 13728 | 6.4% |
| e | 11833 | 5.5% |
| o | 10641 | 5.0% |
| n | 10605 | 4.9% |
| l | 9902 | 4.6% |
| i | 9296 | 4.3% |
| r | 8292 | 3.9% |
| t | 8190 | 3.8% |
| Other values (48) | 94131 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 120481 | |
| Uppercase Letter | 55348 | |
| Space Separator | 21226 | 9.9% |
| Other Punctuation | 17320 | 8.1% |
| Dash Punctuation | 106 | < 0.1% |
| Open Punctuation | 53 | < 0.1% |
| Close Punctuation | 53 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 6789 | 12.3% |
| C | 4436 | 8.0% |
| M | 3957 | 7.1% |
| N | 3647 | 6.6% |
| S | 3388 | 6.1% |
| K | 3203 | 5.8% |
| T | 2964 | 5.4% |
| L | 2634 | 4.8% |
| I | 2332 | 4.2% |
| W | 2250 | 4.1% |
| Other values (16) | 19748 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13728 | |
| e | 11833 | |
| o | 10641 | |
| n | 10605 | |
| l | 9902 | 8.2% |
| i | 9296 | 7.7% |
| r | 8292 | 6.9% |
| t | 8190 | 6.8% |
| s | 6818 | 5.7% |
| u | 4753 | 3.9% |
| Other values (15) | 26423 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 16743 | |
| / | 530 | 3.1% |
| . | 47 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 21226 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 106 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 53 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 53 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 175829 | |
| Common | 38758 | 18.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13728 | 7.8% |
| e | 11833 | 6.7% |
| o | 10641 | 6.1% |
| n | 10605 | 6.0% |
| l | 9902 | 5.6% |
| i | 9296 | 5.3% |
| r | 8292 | 4.7% |
| t | 8190 | 4.7% |
| s | 6818 | 3.9% |
| A | 6789 | 3.9% |
| Other values (41) | 79735 |
Common
| Value | Count | Frequency (%) |
| 21226 | ||
| , | 16743 | |
| / | 530 | 1.4% |
| - | 106 | 0.3% |
| ( | 53 | 0.1% |
| ) | 53 | 0.1% |
| . | 47 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 214587 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 21226 | 9.9% | |
| , | 16743 | 7.8% |
| a | 13728 | 6.4% |
| e | 11833 | 5.5% |
| o | 10641 | 5.0% |
| n | 10605 | 4.9% |
| l | 9902 | 4.6% |
| i | 9296 | 4.3% |
| r | 8292 | 3.9% |
| t | 8190 | 3.8% |
| Other values (48) | 94131 |
Station.State
Text
| Distinct | 53 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 130.9 KiB |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 7.932091 |
| Min length | 2 |
Characters and Unicode
| Total characters | 132807 |
|---|---|
| Distinct characters | 47 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Alabama |
|---|---|
| 2nd row | Alabama |
| 3rd row | Alabama |
| 4th row | Alabama |
| 5th row | Alaska |
| Value | Count | Frequency (%) |
| alaska | 1719 | 9.1% |
| texas | 1272 | 6.7% |
| california | 999 | 5.3% |
| new | 789 | 4.2% |
| florida | 636 | 3.4% |
| north | 636 | 3.4% |
| carolina | 583 | 3.1% |
| montana | 583 | 3.1% |
| dakota | 530 | 2.8% |
| virginia | 530 | 2.8% |
| Other values (46) | 10686 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 20409 | |
| i | 13114 | 9.9% |
| n | 10686 | 8.0% |
| s | 10528 | 7.9% |
| o | 10376 | 7.8% |
| e | 7492 | 5.6% |
| r | 6558 | 4.9% |
| l | 5898 | 4.4% |
| t | 4016 | 3.0% |
| k | 3733 | 2.8% |
| Other values (37) | 39997 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 111518 | |
| Uppercase Letter | 19069 | 14.4% |
| Space Separator | 2220 | 1.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 20409 | |
| i | 13114 | |
| n | 10686 | |
| s | 10528 | |
| o | 10376 | |
| e | 7492 | 6.7% |
| r | 6558 | 5.9% |
| l | 5898 | 5.3% |
| t | 4016 | 3.6% |
| k | 3733 | 3.3% |
| Other values (14) | 18708 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 2644 | |
| A | 2408 | |
| N | 2167 | |
| C | 2006 | |
| T | 1692 | |
| W | 1060 | 5.6% |
| O | 1007 | 5.3% |
| I | 1007 | 5.3% |
| F | 636 | 3.3% |
| D | 636 | 3.3% |
| Other values (12) | 3806 |
Space Separator
| Value | Count | Frequency (%) |
| 2220 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 130587 | |
| Common | 2220 | 1.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 20409 | |
| i | 13114 | 10.0% |
| n | 10686 | 8.2% |
| s | 10528 | 8.1% |
| o | 10376 | 7.9% |
| e | 7492 | 5.7% |
| r | 6558 | 5.0% |
| l | 5898 | 4.5% |
| t | 4016 | 3.1% |
| k | 3733 | 2.9% |
| Other values (36) | 37777 |
Common
| Value | Count | Frequency (%) |
| 2220 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 132807 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 20409 | |
| i | 13114 | 9.9% |
| n | 10686 | 8.0% |
| s | 10528 | 7.9% |
| o | 10376 | 7.8% |
| e | 7492 | 5.6% |
| r | 6558 | 4.9% |
| l | 5898 | 4.4% |
| t | 4016 | 3.0% |
| k | 3733 | 2.8% |
| Other values (37) | 39997 |
Data.Temperature.Avg Temp
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 119 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.089112 |
| Minimum | -27 |
|---|---|
| Maximum | 100 |
| Zeros | 15 |
| Zeros (%) | 0.1% |
| Negative | 79 |
| Negative (%) | 0.5% |
| Memory size | 130.9 KiB |
Quantile statistics
| Minimum | -27 |
|---|---|
| 5-th percentile | 23 |
| Q1 | 44 |
| median | 58 |
| Q3 | 71 |
| 95-th percentile | 83 |
| Maximum | 100 |
| Range | 127 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 18.798295 |
|---|---|
| Coefficient of variation (CV) | 0.33515051 |
| Kurtosis | -0.013455145 |
| Mean | 56.089112 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.55250384 |
| Sum | 939100 |
| Variance | 353.37588 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 643 | 3.8% |
| 58 | 338 | 2.0% |
| 74 | 329 | 2.0% |
| 57 | 328 | 2.0% |
| 56 | 325 | 1.9% |
| 72 | 322 | 1.9% |
| 75 | 320 | 1.9% |
| 55 | 319 | 1.9% |
| 59 | 315 | 1.9% |
| 61 | 314 | 1.9% |
| Other values (109) | 13190 |
| Value | Count | Frequency (%) |
| -27 | 1 | < 0.1% |
| -21 | 2 | |
| -20 | 1 | < 0.1% |
| -19 | 2 | |
| -18 | 3 | |
| -15 | 1 | < 0.1% |
| -14 | 1 | < 0.1% |
| -13 | 3 | |
| -11 | 2 | |
| -10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 98 | 4 | < 0.1% |
| 97 | 2 | < 0.1% |
| 95 | 1 | < 0.1% |
| 94 | 3 | < 0.1% |
| 93 | 8 | |
| 92 | 7 | |
| 91 | 10 | |
| 90 | 13 |
Data.Temperature.Max Temp
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 125 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.042406 |
| Minimum | -19 |
|---|---|
| Maximum | 111 |
| Zeros | 6 |
| Zeros (%) | < 0.1% |
| Negative | 31 |
| Negative (%) | 0.2% |
| Memory size | 130.9 KiB |
Quantile statistics
| Minimum | -19 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 53 |
| median | 68 |
| Q3 | 82 |
| 95-th percentile | 93 |
| Maximum | 111 |
| Range | 130 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 19.787954 |
|---|---|
| Coefficient of variation (CV) | 0.29962497 |
| Kurtosis | -0.056357295 |
| Mean | 66.042406 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.5928578 |
| Sum | 1105748 |
| Variance | 391.56313 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 592 | 3.5% |
| 82 | 390 | 2.3% |
| 84 | 366 | 2.2% |
| 83 | 363 | 2.2% |
| 81 | 360 | 2.2% |
| 86 | 359 | 2.1% |
| 80 | 349 | 2.1% |
| 85 | 335 | 2.0% |
| 70 | 325 | 1.9% |
| 66 | 311 | 1.9% |
| Other values (115) | 12993 |
| Value | Count | Frequency (%) |
| -19 | 1 | < 0.1% |
| -16 | 1 | < 0.1% |
| -15 | 1 | < 0.1% |
| -11 | 4 | |
| -10 | 2 | |
| -9 | 1 | < 0.1% |
| -8 | 1 | < 0.1% |
| -7 | 2 | |
| -6 | 1 | < 0.1% |
| -5 | 3 |
| Value | Count | Frequency (%) |
| 111 | 2 | < 0.1% |
| 110 | 4 | < 0.1% |
| 109 | 4 | < 0.1% |
| 107 | 6 | < 0.1% |
| 106 | 4 | < 0.1% |
| 105 | 9 | 0.1% |
| 104 | 13 | |
| 103 | 22 | |
| 102 | 13 | |
| 101 | 29 |
Data.Temperature.Min Temp
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 114 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.642716 |
| Minimum | -35 |
|---|---|
| Maximum | 88 |
| Zeros | 40 |
| Zeros (%) | 0.2% |
| Negative | 214 |
| Negative (%) | 1.3% |
| Memory size | 130.9 KiB |
Quantile statistics
| Minimum | -35 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 33 |
| median | 47 |
| Q3 | 60 |
| 95-th percentile | 73 |
| Maximum | 88 |
| Range | 123 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 18.559263 |
|---|---|
| Coefficient of variation (CV) | 0.40662047 |
| Kurtosis | -0.11371736 |
| Mean | 45.642716 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.43089864 |
| Sum | 764196 |
| Variance | 344.44623 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 550 | 3.3% |
| 52 | 343 | 2.0% |
| 49 | 331 | 2.0% |
| 47 | 328 | 2.0% |
| 46 | 325 | 1.9% |
| 51 | 324 | 1.9% |
| 54 | 320 | 1.9% |
| 53 | 318 | 1.9% |
| 58 | 316 | 1.9% |
| 45 | 314 | 1.9% |
| Other values (104) | 13274 |
| Value | Count | Frequency (%) |
| -35 | 1 | < 0.1% |
| -28 | 2 | |
| -27 | 2 | |
| -26 | 3 | |
| -24 | 1 | < 0.1% |
| -23 | 1 | < 0.1% |
| -21 | 3 | |
| -20 | 3 | |
| -19 | 3 | |
| -18 | 2 |
| Value | Count | Frequency (%) |
| 88 | 2 | < 0.1% |
| 87 | 2 | < 0.1% |
| 85 | 4 | < 0.1% |
| 83 | 2 | < 0.1% |
| 82 | 10 | 0.1% |
| 81 | 13 | 0.1% |
| 80 | 32 | 0.2% |
| 79 | 44 | |
| 78 | 74 | |
| 77 | 92 |
Data.Wind.Direction
Real number (ℝ)
ZEROS 
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.791316 |
| Minimum | 0 |
|---|---|
| Maximum | 36 |
| Zeros | 223 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 130.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 15 |
| median | 19 |
| Q3 | 23 |
| 95-th percentile | 28 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.4615273 |
|---|---|
| Coefficient of variation (CV) | 0.3438571 |
| Kurtosis | 0.21101361 |
| Mean | 18.791316 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.48168313 |
| Sum | 314623 |
| Variance | 41.751335 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21 | 1134 | 6.8% |
| 20 | 1087 | 6.5% |
| 22 | 1065 | 6.4% |
| 19 | 1046 | 6.2% |
| 18 | 991 | 5.9% |
| 23 | 990 | 5.9% |
| 17 | 916 | 5.5% |
| 16 | 896 | 5.4% |
| 24 | 862 | 5.1% |
| 25 | 777 | 4.6% |
| Other values (27) | 6979 |
| Value | Count | Frequency (%) |
| 0 | 223 | |
| 1 | 21 | 0.1% |
| 2 | 48 | 0.3% |
| 3 | 63 | 0.4% |
| 4 | 126 | |
| 5 | 146 | |
| 6 | 135 | |
| 7 | 168 | |
| 8 | 228 | |
| 9 | 310 |
| Value | Count | Frequency (%) |
| 36 | 16 | 0.1% |
| 35 | 20 | 0.1% |
| 34 | 32 | 0.2% |
| 33 | 42 | 0.3% |
| 32 | 76 | 0.5% |
| 31 | 126 | 0.8% |
| 30 | 183 | 1.1% |
| 29 | 263 | |
| 28 | 397 | |
| 27 | 519 |
Data.Wind.Speed
Real number (ℝ)
ZEROS 
| Distinct | 1461 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3298202 |
| Minimum | 0 |
|---|---|
| Maximum | 61.1 |
| Zeros | 223 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 130.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.81 |
| Q1 | 4.04 |
| median | 5.94 |
| Q3 | 8.08 |
| 95-th percentile | 11.95 |
| Maximum | 61.1 |
| Range | 61.1 |
| Interquartile range (IQR) | 4.04 |
Descriptive statistics
| Standard deviation | 3.4947853 |
|---|---|
| Coefficient of variation (CV) | 0.55211446 |
| Kurtosis | 20.740846 |
| Mean | 6.3298202 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.4603892 |
| Sum | 105980.18 |
| Variance | 12.213524 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 223 | 1.3% |
| 5.7 | 48 | 0.3% |
| 5.6 | 48 | 0.3% |
| 7.2 | 46 | 0.3% |
| 6.3 | 46 | 0.3% |
| 5.9 | 46 | 0.3% |
| 5.1 | 46 | 0.3% |
| 5.4 | 45 | 0.3% |
| 4.7 | 45 | 0.3% |
| 4.6 | 44 | 0.3% |
| Other values (1451) | 16106 |
| Value | Count | Frequency (%) |
| 0 | 223 | |
| 0.15 | 1 | < 0.1% |
| 0.18 | 2 | < 0.1% |
| 0.2 | 2 | < 0.1% |
| 0.25 | 2 | < 0.1% |
| 0.26 | 1 | < 0.1% |
| 0.28 | 1 | < 0.1% |
| 0.3 | 6 | < 0.1% |
| 0.32 | 1 | < 0.1% |
| 0.34 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 61.1 | 1 | |
| 52.6 | 1 | |
| 50.06 | 1 | |
| 49.6 | 1 | |
| 47.56 | 1 | |
| 47.2 | 1 | |
| 45.16 | 1 | |
| 43.85 | 1 | |
| 43.34 | 1 | |
| 43.25 | 1 |
| Data.Precipitation | Data.Temperature.Avg Temp | Data.Temperature.Max Temp | Data.Temperature.Min Temp | Data.Wind.Direction | Data.Wind.Speed | Date.Month | Date.Week of | Date.Year | |
|---|---|---|---|---|---|---|---|---|---|
| Data.Precipitation | 1.000 | 0.032 | -0.027 | 0.094 | -0.115 | 0.037 | -0.018 | 0.123 | 0.000 |
| Data.Temperature.Avg Temp | 0.032 | 1.000 | 0.977 | 0.975 | -0.195 | -0.181 | 0.238 | 0.050 | 0.131 |
| Data.Temperature.Max Temp | -0.027 | 0.977 | 1.000 | 0.909 | -0.151 | -0.204 | 0.231 | 0.062 | 0.131 |
| Data.Temperature.Min Temp | 0.094 | 0.975 | 0.909 | 1.000 | -0.233 | -0.150 | 0.236 | 0.037 | 0.121 |
| Data.Wind.Direction | -0.115 | -0.195 | -0.151 | -0.233 | 1.000 | 0.060 | -0.086 | -0.031 | 0.070 |
| Data.Wind.Speed | 0.037 | -0.181 | -0.204 | -0.150 | 0.060 | 1.000 | -0.133 | -0.008 | 0.056 |
| Date.Month | -0.018 | 0.238 | 0.231 | 0.236 | -0.086 | -0.133 | 1.000 | 0.022 | 0.288 |
| Date.Week of | 0.123 | 0.050 | 0.062 | 0.037 | -0.031 | -0.008 | 0.022 | 1.000 | 0.328 |
| Date.Year | 0.000 | 0.131 | 0.131 | 0.121 | 0.070 | 0.056 | 0.288 | 0.328 | 1.000 |
| Data.Precipitation | Date.Full | Date.Month | Date.Week of | Date.Year | Station.City | Station.Code | Station.Location | Station.State | Data.Temperature.Avg Temp | Data.Temperature.Max Temp | Data.Temperature.Min Temp | Data.Wind.Direction | Data.Wind.Speed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.00 | 2016-01-03 | 1 | 3 | 2016 | Birmingham | BHM | Birmingham, AL | Alabama | 39 | 46 | 32 | 33 | 4.33 |
| 1 | 0.00 | 2016-01-03 | 1 | 3 | 2016 | Huntsville | HSV | Huntsville, AL | Alabama | 39 | 47 | 31 | 32 | 3.86 |
| 2 | 0.16 | 2016-01-03 | 1 | 3 | 2016 | Mobile | MOB | Mobile, AL | Alabama | 46 | 51 | 41 | 35 | 9.73 |
| 3 | 0.00 | 2016-01-03 | 1 | 3 | 2016 | Montgomery | MGM | Montgomery, AL | Alabama | 45 | 52 | 38 | 32 | 6.86 |
| 4 | 0.01 | 2016-01-03 | 1 | 3 | 2016 | Anchorage | ANC | Anchorage, AK | Alaska | 34 | 38 | 29 | 19 | 7.80 |
| 5 | 0.09 | 2016-01-03 | 1 | 3 | 2016 | Annette | ANN | Annette, AK | Alaska | 38 | 44 | 31 | 9 | 8.70 |
| 6 | 0.05 | 2016-01-03 | 1 | 3 | 2016 | Bethel | BET | Bethel, AK | Alaska | 30 | 36 | 24 | 9 | 16.46 |
| 7 | 0.15 | 2016-01-03 | 1 | 3 | 2016 | Bettles | BTT | Bettles, AK | Alaska | 22 | 32 | 9 | 2 | 3.10 |
| 8 | 0.60 | 2016-01-03 | 1 | 3 | 2016 | Cold Bay | CDB | Cold Bay, AK | Alaska | 34 | 36 | 31 | 20 | 9.10 |
| 9 | 2.15 | 2016-01-03 | 1 | 3 | 2016 | Cordova | CDV | Cordova, AK | Alaska | 38 | 43 | 33 | 9 | 9.76 |
| Data.Precipitation | Date.Full | Date.Month | Date.Week of | Date.Year | Station.City | Station.Code | Station.Location | Station.State | Data.Temperature.Avg Temp | Data.Temperature.Max Temp | Data.Temperature.Min Temp | Data.Wind.Direction | Data.Wind.Speed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16733 | 0.61 | 2017-01-01 | 1 | 1 | 2017 | Huntington | HTS | Huntington, WV | West Virginia | 44 | 53 | 35 | 22 | 7.68 |
| 16734 | 0.35 | 2017-01-01 | 1 | 1 | 2017 | Green Bay | GRB | Green Bay, WI | Wisconsin | 28 | 34 | 21 | 24 | 10.53 |
| 16735 | 0.04 | 2017-01-01 | 1 | 1 | 2017 | La Crosse | LSE | La Crosse, WI | Wisconsin | 28 | 35 | 20 | 25 | 9.51 |
| 16736 | 0.11 | 2017-01-01 | 1 | 1 | 2017 | Madison | MSN | Madison, WI | Wisconsin | 27 | 34 | 19 | 25 | 6.33 |
| 16737 | 0.15 | 2017-01-01 | 1 | 1 | 2017 | Milwaukee | MKE | Milwaukee, WI | Wisconsin | 31 | 38 | 23 | 25 | 10.98 |
| 16738 | 0.08 | 2017-01-01 | 1 | 1 | 2017 | Casper | CPR | Casper, WY | Wyoming | 23 | 32 | 15 | 23 | 19.98 |
| 16739 | 0.00 | 2017-01-01 | 1 | 1 | 2017 | Cheyenne | CYS | Cheyenne, WY | Wyoming | 32 | 42 | 21 | 26 | 15.16 |
| 16740 | 0.00 | 2017-01-01 | 1 | 1 | 2017 | Lander | LND | Lander, WY | Wyoming | 17 | 29 | 4 | 26 | 1.65 |
| 16741 | 0.06 | 2017-01-01 | 1 | 1 | 2017 | Rawlins | RWL | Rawlins, WY | Wyoming | 23 | 31 | 13 | 24 | 18.16 |
| 16742 | 0.10 | 2017-01-01 | 1 | 1 | 2017 | Sheridan | SHR | Sheridan, WY | Wyoming | 21 | 34 | 8 | 23 | 7.51 |